Proof: Linear Combination of X0 and X1

In summary, when solving a homogeneous system of equations, the zero-solution is always a solution. If there are any other solutions, there are infinite solutions. When given solutions X0 and X1, you can show that sX0 + tX1 is also a solution for any scalars s and t. This can be simplified by using the fact that A(X0) and A(X1) are equal to 0.
  • #1
vg19
67
0
Im not too sure on where to start on this proof. Any hints would be very helpful.

If X0 and X1 are solutions to the homogeneous system of equations AX=0, show that sX0 + tX1 is also a solution for any scalars s and t (called a linear combination of X0 and X1)
 
Physics news on Phys.org
  • #2
First off, a homogeneous system always has at least 1 solution, namely the zero-solution. So if the system has a unique solution, it has to be that one. If you find another one besides that though, you immediately have infinite solutions.

Since X0 and X1 are solutions, you know that A(X0) = 0 and A(X1) = 0.
Now, what do you know about A(sX0+tX1), try simplifying that expression so you can use what you are given.
 

FAQ: Proof: Linear Combination of X0 and X1

What is a linear combination?

A linear combination is a mathematical operation that involves multiplying each member of a set of numbers by a constant and then adding the products together. In other words, it is a way of combining two or more numbers in a specific way.

How is a linear combination used in proofs?

In proofs, a linear combination is often used to show that a certain equation or statement is true. By manipulating and rearranging the terms in a linear combination, you can demonstrate that they are equivalent to the original equation or statement.

Can any two numbers be used in a linear combination?

Yes, any two numbers can be used in a linear combination. However, the result of the linear combination will depend on the numbers chosen and the constants used to multiply them.

What are the key properties of a linear combination?

The key properties of a linear combination include the commutative property, which states that the order of the numbers being multiplied does not affect the result, and the associative property, which states that the grouping of the numbers being multiplied does not affect the result. Additionally, the distributive property also applies to linear combinations.

How does a linear combination relate to other mathematical concepts?

Linear combinations are closely related to other mathematical concepts such as vectors, matrices, and systems of linear equations. They are also used in fields such as linear algebra, calculus, and physics to solve problems and make predictions.

Back
Top